Micro-F measure | |||||||
---|---|---|---|---|---|---|---|
Data set | MetaLabeler | SVM Tuned | SVM Vanilla | LLDA | Improve micro-F | Improve F [13] | MULE |
A | |||||||
✓ | ✓ | 0.58546 | 0.58127 △ | 0.58705 | |||
✓ | ✓ | 0.58601 | 0.58260 △ | 0.58734 | |||
✓ | ✓ | 0.55522 | 0.52144 △ | 0.55675 | |||
✓ | ✓ | ✓ | 0.57246 | 0.54166 △ | 0.57458 | ||
✓ | ✓ | ✓ | ✓ | 0.58695 | 0.55836 △ | 0.58919 | |
B | |||||||
✓ | ✓ | 0.50136 | 0.49445 △ | 0.50435 | |||
✓ | ✓ | 0.50144 | 0.49329 △ | 0.50522 | |||
✓ | ✓ | 0.44159 | 0.42726 △ | 0.44304 | |||
✓ | ✓ | ✓ | 0.46247 | 0.45685 △ | 0.45868 | ||
✓ | ✓ | ✓ | ✓ | 0.50058 | 0.49227 △ | 0.50353 |